Elizaveta Rebrova
University of California, Los Angeles
H-index: 10
North America-United States
Top articles of Elizaveta Rebrova
Sharp analysis of sketch-and-project methods via a connection to randomized singular value decomposition
SIAM Journal on Mathematics of Data Science
2024/3/31
Michał Dereziński
H-Index: 9
Elizaveta Rebrova
H-Index: 6
Stochastic gradient descent for streaming linear and rectified linear systems with Massart noise
arXiv preprint arXiv:2403.01204
2024/3/2
Elizaveta Rebrova
H-Index: 6
On Subsampled Quantile Randomized Kaczmarz
2023/9/26
Jamie Haddock
H-Index: 5
Elizaveta Rebrova
H-Index: 6
A subspace constrained randomized Kaczmarz method for structure or external knowledge exploitation
arXiv preprint arXiv:2309.04889
2023/9/9
Elizaveta Rebrova
H-Index: 6
Modewise operators, the tensor restricted isometry property, and low-rank tensor recovery
Applied and Computational Harmonic Analysis
2023/9/1
Michael Perlmutter
H-Index: 4
Elizaveta Rebrova
H-Index: 6
Fast and Low-Memory Compressive Sensing Algorithms for Low Tucker-Rank Tensor Approximation from Streamed Measurements
arXiv preprint arXiv:2308.13709
2023/8/25
Elizaveta Rebrova
H-Index: 6
On Graph Uncertainty Principle and Eigenvector Delocalization
2023/7/10
Elizaveta Rebrova
H-Index: 6
On block accelerations of quantile randomized Kaczmarz for corrupted systems of linear equations
Inverse Problems
2022/12/21
Lu Cheng
H-Index: 13
Elizaveta Rebrova
H-Index: 6
Quantile-based iterative methods for corrupted systems of linear equations
SIAM Journal on Matrix Analysis and Applications
2022
Jamie Haddock
H-Index: 5
Elizaveta Rebrova
H-Index: 6
FunFact v0. 6
2021/7/1
Elizaveta Rebrova
H-Index: 6
On a guided nonnegative matrix factorization
2021/6/6
Nonlinear Matrix Approximation with Radial Basis Function Components
arXiv preprint arXiv:2106.02018
2021/6/3
Elizaveta Rebrova
H-Index: 6
Analysis of Legal Documents via Non-negative Matrix Factorization Methods
arXiv preprint arXiv:2104.14028
2021/4/28
Lu Cheng
H-Index: 13
Andrew Johnson
H-Index: 22
Joshua Vendrow
H-Index: 2
Denali Molitor
H-Index: 5
Elizaveta Rebrova
H-Index: 6
On block Gaussian sketching for the Kaczmarz method
Numerical Algorithms
2021/1
Elizaveta Rebrova
H-Index: 6
Lower memory oblivious (tensor) subspace embeddings with fewer random bits: modewise methods for least squares
SIAM Journal on Matrix Analysis and Applications
2021
Elizaveta Rebrova
H-Index: 6
Ali Zare
H-Index: 1
Sparseness-constrained Nonnegative Tensor Factorization for Detecting Topics at Different Time Scales
arXiv preprint arXiv:2010.01600
2020/10/4
COVID-19 literature topic-based search via hierarchical NMF
arXiv preprint arXiv:2009.09074
2020/9/7
Rachel Grotheer
H-Index: 4
Elizaveta Rebrova
H-Index: 6
Longxiu Huang
H-Index: 4
Alona Kryshchenko
H-Index: 3
Xia Li
H-Index: 13
Constructive regularization of the random matrix norm
Journal of Theoretical Probability
2020/9
Elizaveta Rebrova
H-Index: 6
A parallel hierarchical blocked adaptive cross approximation algorithm
The International Journal of High Performance Computing Applications
2020/7
Yang Liu
H-Index: 18
Elizaveta Rebrova
H-Index: 6
Scalable and memory-efficient kernel ridge regression
2020/5/18
Yang Liu
H-Index: 18
Elizaveta Rebrova
H-Index: 6
Co-Authors
